Accession Number : ADA609071


Title :   Implementation of Monte Carlo Tree Search (MCTS) Algorithm in COMBATXXI using JDAFS


Descriptive Note : Technical rept. Jul 2013-Jul 2014


Corporate Author : ARMY TRADOC ANALYSIS CENTER MONTEREY CA


Personal Author(s) : Teter, Michael ; Buss, Arnold ; Darken, Christian ; Baez, Ricardo


Full Text : https://apps.dtic.mil/dtic/tr/fulltext/u2/a609071.pdf


Report Date : 31 Jul 2014


Pagination or Media Count : 39


Abstract : The implementation of the Monte Carlo Tree Search (MCTS) algorithm into the Combined Arms Analysis Tool for the 21st Century (COMBATXXI) project is an extension of work completed in FY13. The TRADOC Analysis Center - Methods and Research Office (TRAC-MRO) sponsored this iteration in an attempt to test the feasibility implementing the algorithm into the COMBATXXI simulation environment. For further details on the specific algorithm of more background information see appendix and the previous technical report.


Descriptors :   *ALGORITHMS , *COMPUTER PROGRAMS , *MONTE CARLO METHOD , COMPUTERIZED SIMULATION , FEASIBILITY STUDIES , TEST AND EVALUATION , WARFARE


Subject Categories : Numerical Mathematics
      Statistics and Probability
      Computer Programming and Software


Distribution Statement : APPROVED FOR PUBLIC RELEASE